adaptive goals and interventions for lifestyle enhancement

Conditions: Obesity

Summary: mobile obesity interventions have the potential to reach a diverse population in need; however, while effective, have not resulted in weight losses obtained in in-person interventions. newer digital approaches called just-in-time adaptive interventions (jitai) that offer adaptive, personalized feedback 'when needed' and in 'real time' offer an opportunity to use digital health tools "just in time". this study seeks to identify the optimal components of a comprehensive weight loss jitai that results in weight losses that meet or exceed those in existing remotely delivered interventions.

obesity has reached epidemic proportions in the united states and is recognized as a major cause of morbidity and mortality. young adults (18-35 years) are at particularly high risk for weight gain and obesity. in-person behavioral interventions generally produce clinically significant weight losses; however, cost and access limit their potential to reduce obesity at a population level. although web-based interventions that mimic the structure of weekly face-to-face treatment have proven a viable alternative treatment, weight losses are generally smaller than in-person treatment. exclusively mobile treatments have been less effective, producing 1-3 kgs over 6 months. newer digital intervention approaches called "just-in-time adaptive interventions" (jitais) promise to improve upon outcomes by offering adaptive, personalized feedback on behavior "when needed" in "real time," rather than on a fixed schedule. this "just-in-time," or jit, approach is made possible by the emergence of low-cost and widely available digital health tools that allow for the collection of continually updated health data. however, few studies have used jit approaches in remotely delivered, fully scalable weight loss interventions. although jitais are a potentially transformative approach to delivering obesity interventions, a major obstacle in their development is efficient selection of components and systematic design of an optimized intervention package that produces clinically meaningful weight losses with a population-level strategy. to solve this problem, this trial will use the multiphase optimization strategy (most), an engineering-inspired framework, and a highly efficient experimental design to identify which levels of 5 intervention components contribute meaningfully to change in weight over 6 months among young adults with overweight and obesity. all participants (n=608) will receive a core 6-month weight loss intervention that includes evidence-based lessons, behavioral skills training, and daily weighing. with the goal of determining if greater adaptation will lead to greater weight loss, participants will be randomized to standard versus more adaptive options of 5 additional intervention components: 1) diet monitoring approach (standard vs. simplified), 2) adaptive physical activity goals (weekly vs. daily), 3) decision points for message timing (fixed vs. adaptive), 4) decision rules for message content (standard vs. adaptive), and 5) message choice (no vs. yes). candidate components have been carefully selected from empirical evidence, tested in prior studies conducted by the research team, or in a pilot micro-randomized trial conducted by the research team. assessments will occur at 0, 3 and 6 months to accomplish the following specific aims: 1) build an optimized jitai consisting of the set of intervention components that yield the greatest improvement in weight change among young adults at 6 months; 2) conduct mediation analyses to test the relationships between the intervention components and hypothesized proximal mediators (self-regulation, competence, relatedness, relevance, autonomy) and more distal behavioral mediators (dietary intake, physical activity, and daily self-weighting); and 3) conduct exploratory analyses of program engagement.

Eligibility criteria:
inclusion criteria: * body mass index (bmi) of 25-45 kg/m\^2 * english-speaking and writing * own a smartphone with a data and text messaging plan * reporting engaging in less than 210 minutes/week of moderate-to-vigorous intensity activity * willing to be randomized to any levels of the factors exclusion criteria: * type 1 diabetes or currently receiving medical treatment for type 2 diabetes * other health problems which may influence the ability to walk for physical activity or be associated with unintentional weight change, including cancer treatment within the past 5 years or tuberculosis * report a heart condition, chest pain during periods of activity or rest, or loss of consciousness on the physical activity readiness questionnaire (par-q; items 1-4) * lost 10 or more pounds (and kept it off) in the last 6 months * currently taking weight loss medications * report a past diagnosis of or current treatment for a dsm-v (diagnostic and statistical manual 5) eating disorder (anorexia nervosa or bulimia nervosa) * currently pregnant, pregnant within the past 6 months, or planning to become pregnant within the next 6 months * hospitalization for depression or other psychiatric disorder within the past 12 months * history of psychotic disorder or bipolar disorder * another member of the household is a participant or staff member on this trial * currently participating in a weight loss, nutrition or physical activity study or program or other study that would interfere with this study

Keywords: behavioral intervention jitai (just-in-time adaptive intervention)